PPaperPicks

Jian Cao

Shanghai Jiao Tong University, Department of Computer Science and Engineering, China

24 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0036-9436 ↗Homepage ↗

Venues

AAAI ×6IJCAI ×3WWW ×3EMNLP ×2ICDM ×2ACL ×1CIKM ×1CVPR ×1ECAI ×1ICML ×1ICSOC ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Nengjun Zhu
×7
Jianqi Gao
×7
Shiyou Qian
×7
Jianqing Zhang
×5
Qi Zhang
×4
Hang Yu
×4
Ranran Bu
×4
Yang Liu
×4
Yang Hua
×4
Wei Guan
×3
Qiqi Cai
×3
Lingdan Sun
×2

Papers

  1. AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code
    AAAI 2026 ·
    Jianqing Zhang
    ,
    Wei Xia
    ,
    Hande Dong
    ,
    Qiang Lin
    , Jian Cao
  2. DFRec: Dual Fluctuation Modeling of Multi-level Intent Evolution for Next-Item Recommendation
    AAAI 2026 ·
    Nengjun Zhu
    ,
    Lingdan Sun
    ,
    Qi Zhang
    , Jian Cao,
    Hang Yu
  3. GCA-KBQA: A Step-Wise Logical Form Generation Approach for KBQA with Knowledge-Assisted Calibration
    SIGIR 2026 ·
    Ranran Bu
    , Jian Cao,
    Jianqi Gao
    ,
    Jinghua Tang
    ,
    Shiyou Qian
    ,
    Hongming Cai
  4. Generating then Refining for Reliable Knowledge Base Question Answering
    ACL 2026 ·
    Jianqi Gao
    ,
    Hang Yu
    , Jian Cao,
    Ranran Bu
    ,
    Jinghua Tang
    ,
    Nengjun Zhu
    ,
    Yonggang Zhang
  5. SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information
    WWW 2026 ·
    Wei Guan
    , Jian Cao,
    Qiqi Cai
    ,
    Jianqi Gao
    ,
    Jinyu Cai
    ,
    See-Kiong Ng
  6. ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model
    AAAI 2025 ·
    Yang Gu
    , Jian Cao,
    Hengyu You
    ,
    Nengjun Zhu
    ,
    Shiyou Qian
  7. COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement
    IJCAI 2025 ·
    Zhihao Sui
    ,
    Liang Hu
    , Jian Cao,
    Usman Naseem
    ,
    Zhongyuan Lai
    ,
    Qi Zhang
  8. DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models
    AAAI 2025 ·
    Wei Guan
    , Jian Cao,
    Jianqi Gao
    ,
    Haiyan Zhao
    ,
    Shiyou Qian
  9. DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction
    CIKM 2025 ·
    Zimo Wen
    ,
    Hanwen Hu
    ,
    Nan Fang
    ,
    Shiyou Qian
    , Jian Cao
  10. DIJS: A Dual Interference-Aware Job Scheduling Framework for Co-located Data Centers
    ICSOC 2025 ·
    Qin Hua
    ,
    Shiyou Qian
    ,
    Yufeng Deng
    ,
    Kaixuan Zhang
    ,
    Dingyu Yang
    , Jian Cao,
    Guangtao Xue
  11. EoT: Evolution of Thoughts for Complex Reasoning Tasks
    EMNLP 2025 ·
    Qin Hua
    ,
    Jiaqi Sun
    ,
    Shiyou Qian
    ,
    Dingyu Yang
    , Jian Cao,
    Guangtao Xue
  12. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    SIGKDD 2025 ·
    Jianqing Zhang
    ,
    Xinghao Wu
    ,
    Yanbing Zhou
    ,
    Xiaoting Sun
    ,
    Qiqi Cai
    ,
    Yang Liu
    ,
    Yang Hua
    ,
    Zhenzhe Zheng
    , Jian Cao,
    Qiang Yang
  13. KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA
    EMNLP 2025 ·
    Ranran Bu
    , Jian Cao,
    Jianqi Gao
    ,
    Shiyou Qian
    ,
    Hongming Cai
  14. Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment
    WWW 2025 ·
    Jianqi Gao
    ,
    Hao Wu
    ,
    Yiu-ming Cheung
    , Jian Cao,
    Hang Yu
    ,
    Yonggang Zhang
  15. PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
    ICML 2025 ·
    Jianqing Zhang
    ,
    Yang Liu
    ,
    Jie Fu
    ,
    Yang Hua
    ,
    Tianyuan Zou
    , Jian Cao,
    Qiang Yang
  16. POSM: A Personalized Outfit Recommendation System with Style-Guided Multi-Modal Feature Fusion
    ECAI 2025 ·
    Hengyu You
    , Jian Cao,
    Yang Gu
    ,
    Qiqi Cai
  17. Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms
    AAAI 2025 ·
    Jianqi Gao
    , Jian Cao,
    Ranran Bu
    ,
    Nengjun Zhu
    ,
    Wei Guan
    ,
    Hang Yu
  18. Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy
    IJCAI 2025 ·
    Zhihao Sui
    ,
    Liang Hu
    , Jian Cao,
    Dora D. Liu
    ,
    Usman Naseem
    ,
    Zhongyuan Lai
    ,
    Qi Zhang
  19. Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models
    WWW 2025 ·
    Xiyu Chang
    ,
    Liang Zhang
    ,
    Yong He
    ,
    Binzong Geng
    ,
    Ke Ding
    ,
    Xing Zhu
    , Jian Cao,
    Linjian Mo
  20. Trusted Collective Learning for Conflictive Multi-View Decision-Making
    ICDM 2025 ·
    Nengjun Zhu
    ,
    Zhiyu Zhang
    ,
    Chenmeijin Liang
    , Jian Cao,
    Siji Zhu
    ,
    Xiao Wei
  21. An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
    CVPR 2024 ·
    Jianqing Zhang
    ,
    Yang Liu
    ,
    Yang Hua
    , Jian Cao
  22. Exploitation or Exploration Next? User Behavior Decoupling and Emerging Intent Modeling for Next-Item Recommendation
    ICDM 2024 ·
    Nengjun Zhu
    ,
    Lingdan Sun
    ,
    Xiangfeng Luo
    , Jian Cao,
    Qi Zhang
    ,
    Xinjiang Lu
  23. FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
    AAAI 2024 ·
    Jianqing Zhang
    ,
    Yang Liu
    ,
    Yang Hua
    , Jian Cao
  24. R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation
    IJCAI 2024 ·
    Nengjun Zhu
    ,
    Jieyun Huang
    , Jian Cao,
    Liang Hu
    ,
    Zixuan Yuan
    ,
    Huanjing Gao